Observability and monitoring

Observability is the ability to understand system behavior from its outputs. For LLM systems, this means tracing requests through the pipeline, logging model inputs/outputs, measuring quality metrics, and detecting drift. Without observability, you cannot debug failures, optimize costs, or detect degradation.